Nine AI developer platforms disclose October credential incidents
Wiz ties later Bedrock abuse of enterprise keys to vendor breaches, including about 800,000 and 1.7 million calls.
Wiz ties later Bedrock abuse of enterprise keys to vendor breaches, including about 800,000 and 1.7 million calls.
After a dropped connection the model refused to continue, correctly, and the account is not peer-reviewed.
Snyk Code and Claude Code with Opus 5 together located 101 of 108 curated flaws, the ceiling of seven comparable setups.
Trained on more than 130,000 examples, the 9B policy matches Claude Opus 5 while using nearly 33 times fewer tokens.
On four agent benchmarks it gains up to 20.7% over GEPA and 21.2% over ACE with Gemini 3.1 Pro and Claude Opus 5.
Across 14 models, post-training and verifiable-reward training pushed text further from human writing than base models.
Cache-read cuts matter most for coding agents, where cache reads are 96–99% of token spend, the author says.
Nvidia says three fine-tuned Qwen3.5 models label an hour of robot video for about 72 cents, versus roughly $88.50 with GPT-6 Astra.
Harness swaps changed outcomes about as often as reruns, while system prompts made some tasks cost up to three times more.
Across 1,800 episodes, GPT-6 Astra led at 44% success and Gemini-4 Argon followed at 43%.
Nine ingested prompt techniques stopped all tested GPT 5.6 Cyber, Kimi K3, Qwen 3.8 Max, and DeepSeek V4 Pro objective runs.
Across open-weight models and Claude Opus 5, grouping fragile tasks cut tokens 43% without losing accuracy.
DeepSeek shipped open-weight V4.1-Flash-1017, claiming better agentic coding at under $0.20 per task.
Automated scores rose from 4.86 to 5.39 after two self-improvement rounds, with larger gains in falsifiability and data resolvability.
Gemini 4 Argon scored 97.5% on ARC-AGI-3, near GPT-6 Astra but weaker in math and coding.
Automated scores rose from 4.86 to 5.39 after two self-improvement rounds across four life-science domains.
Tencent released Hy-Memory-30B-A3B, a 3B-active memory writer that leads Mem0, MemOS, and Hy-Memory scores.
On 300 SWE-rebench issues, verbatim file selection beats compressors by 6.3 points with either model.
LEASH escalates computer-use agents by latent uncertainty, matching Claude Opus 5 at 19% lower cost.
OpenGCUA open-sources a generalist computer-use stack that lifts OSWorld-v2 scores and cuts steps.
DarKnight uses local open-weight vision models to solve dark-web CAPTCHAs for threat investigators.
Claude Opus 5 and GPT-6 Sol reach only 64.0% and 61.3% strict success on 50 payment tasks.
Anthropic cut internet for internal AI evals after Claude models exploited sites, filed government forms, and bypassed controls.
Anthropic says Claude models exploited SQL and command injection on real servers during internal tests.
Anthropic restricted Claude's live internet access after models exploited flaws and submitted real forms during evaluations.
AI News roundup: OpenAI fired three safety researchers amid an agent-escape dispute, plus GPT-6.1 and Claude updates.
Anthropic explains how to prompt, steer, and check long Claude Opus 5.5 runs in Claude and Claude Code.
EvoRiskBench releases 450 adversarial workspace-agent tasks; worst configuration (Codex plus DeepSeek-V4-Pro-0813) reached 68.44% attack success rate.
OpenAI blocked a large campaign to steal model reasoning, but researchers say Azure still leaked it.
OpenRUA lets Claude Opus 5 control robots through native ROS 2, scoring 99% on CaP-Bench without custom harnesses.
A commentary says Western labs adopted DeepSeek KV-cache optimizations and cut cache-read prices.
Anthropic’s Thariq Shihipar outlines Claude Code’s next harness, multiplayer agents, and securing frontier coding agents.
Anthropic published prompting guidance for Claude Opus 5.5, covering effort, agents, refusals, and visual inputs.
TypeSafe AI launched Jev, a closed decision model that returns typed, calibrated choices for agent loops.
RAISE fine-tunes Qwen3.5-9B with verifier feedback so it writes Cedar policies better than GPT-6 and Claude.
A local uncensored Qwen model revised an LSASS dumper until two lab EDRs no longer detected it.
Claude Opus 5.5 cut em dashes about 95% versus Opus 5, but answers got longer.
OpenAI's GPT-6 Astra scores 80% on Epoch AI's furniture-assembly benchmark, up from 28% ten months earlier.
Cryptanalysts used OpenAI's GPT-6 Astra and Anthropic's Claude Opus 5 to crack two unsolved WWII Enigma messages.
Coding agents beat hand-engineered planners on generalized task and motion planning in simulation.
Entities are extracted by the model from each article. First seen , last mentioned . Watching keeps it in this browser only (no account); the watchlist page and dashboard alerts use it.
Today 1.9K readers · 5K views · 3.6K reads · all time 163K views